“Infrastructure as code”

Runs open models locally or in the cloud, with a REST API and Python and JavaScript libraries.

Detect whether a company runs cold outbound, on what stack, and from which sending domains.

Audit infrastructure for AI coding agents with evidence-backed review and policy gates.

Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions.

CI/CD pipeline design and DevOps practices — GitHub Actions workflows, deployment strategies, infrastructure-as-code patterns, and observability basics.

Refactor a codebase using Clean Architecture and Clean Code principles — fix dependency violations, separate concerns, improve code quality, push…

Python framework for live data processing and RAG pipelines that run on a Rust engine.

Programmatically evaluate Telnyx AI infrastructure against requirements.

Use when design.md is approved and the QRSPI pipeline needs file/component mapping — maps vertical slices to specific files, interfaces, and component…

The canonical directory tree every repository has, and the audit that checks a repo against it.

Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates.

Code structure and module-boundary rubric for writing, extending, reviewing, or reorganizing code.

Guides backend and API architecture — service layers, REST/GraphQL design, databases, caching, async jobs, and scalability trade-offs.

Enforces structure, documentation, comment, and ~80-column line-width conventions org-wide for generated or edited source code.

Structure software around the Dependency Rule: source code dependencies point inward from frameworks to use cases to entities.

Deterministic knowledge for AI agents: search, fetch, cite and verify a 48M-entry knowledge base.

Activate when performing infrastructure, VM, container, or cloud operations.

Deployment, servers, Docker, CI/CD, environment management

Local hub your coding agents sign into: rooms, tasks, decisions, artifacts, memory.

Self Healing Infrastructure MCP Server by MEOK AI Labs

Open-source tool that converts PDFs, images and Office files to markdown, JSON, chunks and HTML.

Creates the initial docs/ structure for the project type (app, service or library), with a protocol README.md in each folder, then detects the stack and…

云架构助手 - 专业的云计算架构设计与优化专家。适用场景： (1) 云架构设计与方案规划 (2) 云资源选型与容量规划 (3) 云成本优化与FinOps实践 (4) 多云/混合云策略设计 (5) 云迁移方案与实施 (6) 云安全架构设计 (7) 云原生架构转型…

Deploy an Azure DocumentDB cluster (`Microsoft.DocumentDB/mongoClusters`) end-to-end — Bicep (primary), Azure CLI one-shot, Terraform, or portal.